The $10K Local Inference Stack: MiniMax M2.7 for Extraction, PyMC for Calibrated Probabilities
A split architecture for local AI — MiniMax M2.7 extracts signals, PyMC's NUTS sampler produces calibrated posterior distributions. No cloud dependency, no LLM probabilistic reasoning, no API keys in production.
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